Model reference · open weights
nomic-embed-text-moe-unsupervised is an open-weight embedding model from nomic-ai. AxForge deploys and operates it for you on dedicated EU-owned hardware — with the licence handled where one is required.
Available as managed deployment — configured and operated for you on dedicated EU hardware, quoted per deployment.
What it is
| Maker | nomic-ai |
|---|---|
| Type | Embedding models |
| Task | Embeddings |
| Parameters (lead) | 475M |
| Context | 2k tokens |
| Runs with | sentence-transformers |
| Based on | nomic-ai/nomic-xlm-2048 |
| Released | 2025-02-11 |
| Popularity | 106 downloads / month |
| Licence | Unknown |
About
nomic-embed-text-v2-moe-unsupervised is multilingual MoE Text Embedding model. This is a checkpoint after contrastive pretraining from multi-stage contrastive training of the
final model.
If you want to use a model to extract embeddings, we suggest using nomic-embed-text-v2-moe
From the published model card. Full card on the HuggingFace links in the sidebar.
Using it via the API
Once AxForge deploys nomic-embed-text-moe-unsupervised for you, it answers on the OpenAI-compatible API — the same base URL and keys as every other model. (nomic-embed-text-moe-unsupervised below is illustrative; you get the exact model name on deployment.)
$ curl -sS https://api.axforge.ai/v1/embeddings \
-H "Authorization: Bearer $AXFORGE_API_KEY" \
-H "Content-Type: application/json" \
-d '{"model":"nomic-embed-text-moe-unsupervised","input":"text to embed"}'
Create an account — your API key is available in the console. 5M tokens/month currently included with every new account at launch.